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Catastrophic Interference in Neural Embedding Models (Dachapally & Jones)
Catastrophic forgetting is the tendancy of neural models to have a strong recency bias e.g. more ...
Harnessing Context Incongruity for Sarcasm Detection (Joshi et al 2015)
Gist The key part of this paper is that incongruity e.g. clashes in sentiment are central to th...
Sarcasm as Contrast between a Positive Sentiment and Negative Sentiment
Ellen Riloff, Ashequl Qadir, Prafulla Surve, Lalindra De Silva, Nathan Gilbert, Ruihong Huang No...
Macro f-score analysis
General sentiment features (MPQA) Feature Count Mutual Information Chi-squared 100 0.59...
Precision and Recall for top performers (macro f-score)
MI features Data Source N-features Negative Precision Negative Recall Positive Precision ...
Download from nextcloud using wget
Get a public nextcloud share link append /download to the url wget this new url
Graphing
The GR package seems to be much quicker to get to first graphing than the pyplots.jl, Gadfly.jl o...
Install printer drivers for brother printer in opensuse tumbleweed
Get glibc and associated libraries in 32 bit form. sudo zypper install -y glibc-32bit Downloa...
Querying word embeddings for word similarity and relatdness
Word relatedness is sometimes asymmetrical e.g. stork may elicit associations with baby but baby...
F-score for positive class analysis
Bag of Words alone Feature Count Mutual Information Chi-squared 100 0.61468 0.61682 ...
Design specs
Original Page Layout If generate is selected, the lexical entries and syntactic rules are used...
Gameplan (in order of priority)
Utilities Intake of rules Transformation of non-binary rules into binary rules Generation of ...
Team Red Build
Build list: 32 gb (2 16 gb dimms) of 3000 MHz GSkill Trident Z Ryzen 7 1700 Vega 56 (ASRock b...
Deep Speech import
Loading TSV file: /home/kenneth/Projects/JSALT_NPLM_data/Speech/Deep_Speech/cro/train.tsv Savin...
Text conversion command
for file in `ls ../Inuit-Yupik/ess/monolingual_corpus/sivuqam_nangaghnegha/sivuqam_volume2/volume...
Deep speech build
These instructions are for those of us who wish to have a version of Mozilla's DeepSpeech where t...
Generate trie
This issues a call to scorer::setup()?
Detecting Sarcasm is Extremely Easy ;) (Parde & Nielson 2018)
Gist Doain general sarcasm detection system Applied to twitter and amazon product reviews Con...
Log
Fixed issue where the server would not work with the sentiment analysis annotator enabled by upgr...
Guarani
Using pytorch deepspeech
Integration of DAML
This describes efforts to work on integration of DAML into the existing content scoring pipeline ...
2020
2018
Parsing
Professionalization workshop
thinking
Language Modelling
Children's book practice
These are the words I figure out while reading books from https://www.africanstorybook.org.
Swahili in UD
Syntax for "Exotic" languages
Meeting notes
Results dump
Information gain
This houses investigation into 2 way information gain
Integration of multi-task code in allennlp
Allennlp has some code in tests that is gearing for multitask setups. Ideally, we'd like to be co...
Swahili Syntax
Testing
Data Discrepancies
There's more data used for the hedometer evaluation than there is for the ml training and evaluat...
Results
Deep Speech Scorer Refactor
I have successfully renamed all variables dealing with the scorer and reran everything. The next...